Integration of Structural Characteristics from GEDI Waveforms for Improved Forest Type Classification by Mary M. McClure, Satoshi Tsuyuki, Takuya Hiroshima

“…First, structural classes were generated by applying time-series clustering algorithms. The results showed four different structural clusters corresponding to forest types, montane–humid forest, montane–dry forest, submontane forest, and non-forest, when using the Kshape algorithm. …”
Get full text

Applying Remote Sensing to Assess Post-Fire Vegetation Recovery: A Case Study of Serra do Açor (Portugal) by Noah Wassner, Albano Figueiredo, Adélia N. Nunes

“…To quantify and classify cover changes, a supervised classification methodology based on the random forest algorithm was applied to Sentinel-2 data. The results showed no clear link between fire severity and recovery; instead, local factors like soil and topography, along with dominant pre-fire species, influenced recovery. …”
Get full text

A dynamic dietary-proportion model for polychlorinated biphenyl accumulation in juvenile bluefin tuna by Jiawen Hao, Yucong Liu, Yoshiki Nishi

“…To develop a practical method for simulating pollutant concentrations and assessing marine environmental risk, this study created a theoretical model and numerical computation algorithm that accounts for the dynamic dietary proportions in tuna predation. …”
Get full text

Novel Method of Immunoepitope Recognition, Long-Term Immunity Markers, Immunosuppressive Domens and Vaccines against COVID-19 by E. P. Kharchenko

“…For computer analysis, an Internet-accessible databases of immunoep topes 15 and 9 amino acids long, restricted respectively by MHC I and MHC II, and peptides not binding to MHC, as well as human and virus proteins, were used. The algorithm for discriminating immunoepitopes was based on positional distinction of specific short peptides in their primary structures. …”
Get full text

Analysis of methods and techniques for promoting passenger transport among the population of major and largest cities by Alexander A. Izyumsky, Irina N. Kotenkova, Tatyana V. Konovalova, Sofia L. Nadiryan

“…In this article, the authors consider improving the efficiency of public transport using the example of large cities. The structure and composition of the traffic flow has undergone significant changes in recent years. …”
Get full text

Material Flow Meta Model-driven Simulation for the Production of Discrete Manufacturing Plant by YANG Hanqin, DING Guofu, LIU Mingyuan, XIE Jiaxiang, FU Jianlin, XUE Shengzhong

“…Based on the seven-element (SE) modeling theory, the MFMM model is further defined to describe the material flow and control mechanism; a process interaction simulation algorithm based on the MFMM is designed to simulate the material flow process; a corresponding prototype system is developed to support the proposed method. …”
Get full text

Usage of Neural Network to Predict Aluminium Oxide Layer Thickness by Peter Michal, Alena Vagaská, Miroslav Gombár, Ján Kmec, Emil Spišák, Daniel Kučerka

“…The impact of these variables is shown by using central composite design of experiment for six factors (amount of sulphuric acid, amount of oxalic acid, amount of aluminium cations, electrolyte temperature, anodizing time, and applied voltage) and by usage of the cubic neural unit with Levenberg-Marquardt algorithm during the results evaluation. …”
Get full text

National standards of pharmaceutical education in the context of reforming legislation of higher education by І. M. Alieksieieva

“…This issue in the Act is reserved Section III: Standards of educational activity and higher education, where the terminological concept and the general algorithm for the formation of the standard of higher education is precisely fixed. …”
Get full text

Host-symbiont-gene phylogenetic reconciliation by Menet, Hugo, Trung, Alexia Nguyen, Daubin, Vincent, Tannier, Eric

“…These interactions range from independence or conflict to cooperation and coevolution, which results in them having a common history. …”
Get full text

Digital literacy curriculum transformation to overcome filter bubble in Pancasila character understanding by A. Achdyat, Dasim Budimansyah, Encep Syarif Nurdin, Mupid Hidayat

“…The results show that the bubble filter phenomenon on social media affects the way individuals access and understand information, mainly because algorithms tend to present content that matches personal preferences, thus limiting exposure to alternative perspectives. …”
Get full text

Optimal Management in the Operation of Complex Technical Systems by Dyadyura K., Oborskyi G., Prokopovych I., Khamitov V., Holubiev M.

“…Additionally, proof of the existence of an optimal verification strategy was given. An algorithm for determining the moments of verification was developed to ensure the minimum cost. …”
Get full text

PROJECT METHOD IN STEM EDUCATION USING ARDUINO SOFTWARE AND HARDWARE PLATFORM by Олексій Воронкін, Сергій Лущин

“…A generalized description of the main structural elements of the Arduino Uno board is given. A typical algorithm for familiarizing yourself with the operation of the Arduino board is formulated. …”
Get full text

Using AlphaFold-Multimer to study novel protein-protein interactions of predation essential hypothetical proteins in Bdellovibrio by Ibukun John Abulude, Isabel Cristina Rodríguez Luna, Alejandro Sánchez Varela, Andrew Camilli, Daniel E. Kadouri, Xianwu Guo

“…By applying Markov Cluster Algorithm and AlphaFold-Multimer to analyze the protein network and interaction partners of the AP-PEPs, we predicted high-confidence protein-protein interactions and two structurally similar but unique novel protein complexes formed among proteins of the Bd2209-Bd2212 and Bd2723-Bd2726 operons. …”
Get full text

Improving Performance of Motor Imagery-Based Brain–Computer Interface in Poorly Performing Subjects Using a Hybrid-Imagery Method Utilizing Combined Motor and Somatosensory... by Sangin Park, Jihyeon Ha, Laehyun Kim

Get full text

The Evolution of Service Ecosystems Based on the Lotka–Volterra Model by Binbin Shi, Yu Li, Tingting Liang, Xixi Sun, Liquan Cui, Haonan Zhang, Yuyu Yin

“…In addition, an agent-based computational experiment is designed to integrate adversarial games for decision-making and genetic algorithms for service evolution. Furthermore, the results indicate that moderate competition <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>α</mi><mo>≈</mo><mn>0.5</mn></mrow></semantics></math></inline-formula> among atomic services maximizes composite service innovation and excessive cooperation <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>α</mi><mo>→</mo><mn>0</mn></mrow></semantics></math></inline-formula> stifles it.…”
Get full text

Optimizing Beam Stiffness and Beam Modal Response with Variable Spacing and Extrusion (VaSE) by Patrick N. Murphy, Richard A. Vittum, Bashir Khoda

Get full text

Characteristics of gut and lung microbiota in patients with lung masses and their relationship with clinical features by Yanping Yang, Jiacheng Shen, Sulan Wei, Maosong Ye, Xing Zhao, Jian Zhou, Lin Tong, Jie Hu, Yuanlin Song, Shengdi Wu, Nuo Xu

“…We explored the distinct composition of the gut and lung microbiota and their associations with clinical features. …”
Get full text

Immune regulatory genes impact the hot/cold tumor microenvironment, affecting cancer treatment and patient outcomes by Mengmeng Sang, Jia Ge, Juan Ge, Juan Ge, Gu Tang, Qiwen Wang, Jiarun Wu, Liming Mao, Liming Mao, Xiaoling Ding, Xiaorong Zhou

“…Nevertheless, as yet there is no consensus regarding the clinically relevant definition of hot/cold tumors, and the influence of immune genes on the formation of hot/cold tumors remains poorly understood.MethodsData for 33 different types of cancer were obtained from The Cancer Genome Atlas database, and their immune composition was assessed using the CIBERSORT algorithm. …”
Get full text

Development of Theoretical Approaches to Determination of the Main Groups of Biologically Active Substances of Medicinal Plant Raw Materials by TLC Method by O. V. Trineeva

“…The paper proposes an algorithm for the selection of the mobile phase and methods of chromatography of BAS of medicinal products. …”
Get full text

Surface water quality assessment for drinking and pollution source characterization: A water quality index, GIS approach, and performance evaluation utilizing machine learning anal... by Abhijeet Das

“…Overall, the LOR, KNN, ANN, and SVM algorithms were all surpassed by the RF algorithm. Additionally, the prediction and simulation results show an increasing tendency in the changes in water quality over the examined time. …”
Get full text